{"id":"W4416672234","doi":"10.1177/01968599251394208","title":"Potential for and Challenges to Resilience","year":2025,"lang":"en","type":"article","venue":"Journal of Communication Inquiry","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Quarter (Canadian coin); Resilience (materials science); Psychological resilience; Center (category theory)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0251849,0.0007727914,0.0009495396,0.002813358,0.0143389,0.02171763,0.003187466,0.007882787,0.01538696],"category_scores_gemma":[0.04112146,0.0004591369,0.0009571658,0.002335366,0.04736428,0.03445481,0.02885352,0.01139077,0.001972412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006422629,"about_ca_system_score_gemma":0.01427394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00320947,"about_ca_topic_score_gemma":0.005027376,"domain_scores_codex":[0.9766811,0.01408441,0.0005772507,0.002157372,0.002424048,0.004075813],"domain_scores_gemma":[0.9568111,0.02417553,0.002312956,0.003093802,0.003973828,0.009632794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005874791,0.00004302255,0.00187337,0.0003937032,0.00002950289,0.0004681045,0.03427984,0.0003170052,0.0001570439,0.8838692,0.04429499,0.03421549],"study_design_scores_gemma":[0.00001674156,0.00004757933,0.001396243,0.001133233,0.00001371333,0.0004600326,0.08482313,0.0003927843,0.0001058511,0.6266581,0.2848734,0.00007930429],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01666,0.01981771,0.005793853,0.8807341,0.005019357,0.00004605788,0.0001067462,0.000136654,0.07168553],"genre_scores_gemma":[0.8686402,0.02933551,0.006476169,0.07313406,0.008453196,0.0004862424,0.0001472902,0.0002215015,0.01310581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0251849,"threshold_uncertainty_score":0.1331921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08677764553658479,"score_gpt":0.3960210572350742,"score_spread":0.3092434116984894,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}